<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AM</journal-id><journal-title-group><journal-title>Applied Mathematics</journal-title></journal-title-group><issn pub-type="epub">2152-7385</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/am.2021.124017</article-id><article-id pub-id-type="publisher-id">AM-108305</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  The Spectral Radii of Some Adhesive Graphs
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Qingning</surname><given-names>Wang</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>School of Mathematics and Statistics, Qinghai Nationalities University, Xining, China</addr-line></aff><pub-date pub-type="epub"><day>02</day><month>04</month><year>2021</year></pub-date><volume>12</volume><issue>04</issue><fpage>262</fpage><lpage>268</lpage><history><date date-type="received"><day>7,</day>	<month>March</month>	<year>2021</year></date><date date-type="rev-recd"><day>6,</day>	<month>April</month>	<year>2021</year>	</date><date date-type="accepted"><day>9,</day>	<month>April</month>	<year>2021</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The spectral radius of a graph is the maximum eigenvalues of its adjacency matrix. In this paper, using the property of quotient graph, the sharp upper bounds for the spectral radii of some adhesive graphs are determined.
 
</p></abstract><kwd-group><kwd>Spectral Radius</kwd><kwd> Adjacency Matrix</kwd><kwd> Equitable Partition</kwd><kwd> Quotient Graph</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The spectral radius of the graph powerfully characterizes dynamic processes on networks, such as virus spread and synchronization. In [<xref ref-type="bibr" rid="scirp.108305-ref1">1</xref>], the authors pointed out that the maximum eigenvalue of a graph (i.e., the spectral radius) plays an important role in the network virus transmission mode. They found that the small spectral radius and the large robustness suppress the spread of network viruses. At present, a group of excellent experts have used parameters such as maximum degree and girth to give the bounds of the spectral radii of many graphs, see [<xref ref-type="bibr" rid="scirp.108305-ref2">2</xref>] - [<xref ref-type="bibr" rid="scirp.108305-ref11">11</xref>]. In this paper, we will use special methods to give research on the precise spectral radii of some graphs.</p><p>Let G = ( V , E ) be a simple connected undirected graph. A ( G ) denotes the adjacency matrix of G. Its characteristic polynomial is denoted by ϕ ( G , λ ) . A ( G ) is a real symmetric matrix, as its characteristic roots are all real, and can be sorted as follows: λ 1 ( G ) ≥ λ 2 ( G ) ≥ ⋯ ≥ λ n ( G ) . Multi-sets of n characteristic roots are called the spectrum of graph G. λ 1 ( G ) is usually called the spectral radius of graph G.</p><p>A partition π = ( C 1 , C 2 , ⋯ , C k ) of V ( G ) is equitable if, for all i and j, the number of neighbours which a vertex in C i has in the cell C j is independent of the choice of vertex in C i .</p><p>Given an equitable partition π = ( C 1 , C 2 , ⋯ , C k ) of a graph G, we now define the quotient G / π of G with respect to π . Let C i j denote the number of edges which join a fixed vertex in C i to vertices in C j . Then G / π is the directed graph with the cells of π as its vertices, and with C i j arcs going from C i to C j . Then say G / π a quotient graph of graph G corresponding to partition π .</p><p>An outline of the rest of the paper is as follows. In Section 2, we will present important results about quotient graph. In Section 3, we will give the main results.</p></sec><sec id="s2"><title>2. Some Preliminaries</title><p>Godsil [<xref ref-type="bibr" rid="scirp.108305-ref12">12</xref>] presented important results about quotient graph as follows.</p><p>Lemma 1. ( [<xref ref-type="bibr" rid="scirp.108305-ref12">12</xref>] ) Let π be an equitable partition of the connected graph G. Then A ( G ) and A ( G / π ) have the same spectral radius.</p><p>Lemma 2. ( [<xref ref-type="bibr" rid="scirp.108305-ref13">13</xref>] ) Suppose G is a connected graph, H is a proper subgraph of G, then λ 1 ( H ) &lt; λ 1 ( G ) .</p></sec><sec id="s3"><title>3. Main Results</title><p>Theorem 1. Let G be a graph obtained by identifying a vertex of K k to every vertex of C l . Then</p><p>λ 1 ( G ) = k + k 2 − 4 k + 12 2 . (1)</p><p>Proof. Checking the structure of graph G, we can obtain an equivalence partition π = ( C 1 , C 2 ) , where C<sub>1</sub> = {all the vertices on the cycle C<sub>1</sub>}, C 2 = V ( G ) − C 1 , then</p><p>A ( G / π ) = ( 2 k − 1 1 k − 2 ) . (2)</p><p>Thus, ϕ ( G / π , λ ) = λ 2 − k λ + k − 3 . By Lemma 1, we know</p><p>λ 1 ( G ) = k + k 2 − 4 k + 12 2 . □</p><p>By Theorem 1, we know that the spectral radius of the bonding graph G is independent of the coil length, only depends on the number of vertices of the complete graph that is bonded.</p><p>By Theorem 1, we directly obtain the following result.</p><p>Corollary 1. Let G be a graph obtained by attaching a single vertex to every vertex of C l . Then λ 1 ( G ) = 1 + 2 .</p><p>A sun-like graph, denoted by S ( l ; p m 1 , p m 2 , ⋯ , p m l ) , obtained by attaching a vertex of degree one in P m i ( m i ≥ 2 , i = 1 , 2 , ⋯ , l ) to a vertex of cycle C l . The resulting graph see <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p><p>From the above definition, it can be seen that S ( l ; p m 1 , p m 2 , ⋯ , p m l ) is a unicyclic graph. We have the following theorem for the spectral radius of a unicyclic graph.</p><p>Theorem 2. ( [<xref ref-type="bibr" rid="scirp.108305-ref3">3</xref>] ) Let G be a unicyclic graph with maximum degree Δ . Then</p><p>λ 1 ( G ) ≤ 2 Δ − 1 , (3)</p><p>where the equality holds if and only if G ≅ C n .</p><p>Graph S ( l ; 1,1, ⋯ ,1 ) is a sun-like graph. And S ( l ; 1,1, ⋯ ,1 ) is a vertex-induced subgraph of a sunlike graph. By Lemma 2, Corollary 1 and Theorem 2, we get that</p><p>Corollary 2. 1 + 2 ≤ λ 1 ( S ( m ; p m 1 , p m 2 , ⋯ , p m l ) ) &lt; 2 2 , where the equality holds if and only if p m i = 1 ( i = 1 , 2 , ⋯ , l ) .</p><p>Corollary 3. Let G be a graph obtained by identifying a vertex of C 3 to every vertex of C l . Then λ 1 ( G ) = 3 .</p><p>Theorem 3. Let G be a graph constituted by splicing m complete graphs of order k on vertex v. Then</p><p>λ 1 ( G ) = k − 2 + k 2 − 4 k + 4 + 4 m k − 4 m 2 . (4)</p><p>Proof. Checking the structure of graph G, we get an equivalence partition π = ( C 1 , C 2 ) , where C 1 = { v } , C 2 = V ( G ) − v . So, we have</p><p>A ( G / π ) = ( 0 m ( k − 1 ) 1 k − 2 ) , (5)</p><p>Hence, ϕ ( G / π , λ ) = λ 2 − ( k − 2 ) λ − m ( k − 1 ) . By Lemma 1, we know that</p><p>λ 1 ( G ) = k − 2 + k 2 − 4 k + 4 + 4 m k − 4 m 2 . □</p><p>If G is a graph constituted by splicing two complete graphs of order k on vertex v, see <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p><p>Corollary 4.</p><p>λ 1 ( G ) = k − 2 + k 2 − 4 k + 4 2 . (6)</p><p>Assume that G is a prism graph. Then λ 1 ( G ) = 3 . The following we investigate the spectral radius of a graph obtained by removing the lateral edge of a prism with a plane.</p><p>Theorem 4. Let G be a polygon with the same number of upper and lower</p><p>undersides after cutting off the side edges of the prism with a plane. Then the spectral radius of the resulting graph is</p><p>λ 1 ( G ) = 2 + 2 . (7)</p><p>Proof. Checking the structure of G, we get an equivalence partition π = ( C 1 , C 2 ) , where</p><p>C<sub>1</sub> = {the vertices of a polygon on the upper and lower sides of a prism},</p><p>C<sub>2</sub> = {the vertices of a polygon with a prism section},</p><p>we get</p><p>A ( G / π ) = ( 2 1 2 2 ) , (8)</p><p>that is</p><p>λ 1 ( G ) = 2 + 2 . (9)</p><p>□</p><p>By Theorem 4, if C<sub>1</sub> = {the vertices of a polygon on the upper and lower sides of a prism} and C<sub>2</sub> = {the vertex of a polygon of two cross-section planes in a prism}, then we can obtain the following result.</p><p>Corollary 5. Let G be a polygon with the same number of upper and lower undersides after cutting off the side edges of the prism with two planes. Then the spectral radius of the resulting graph is</p><p>λ 1 ( G ) = 5 + 5 2 . (10)</p><p>Theorem 5. Let G be a pyramid, and let the base polygon has n vertices. Then</p><p>λ 1 ( G ) = 1 + 1 + n . (11)</p><p>Proof. According to the structure of graph G, we get an equivalence partition π = ( C 1 , C 2 ) , where C<sub>1</sub> = {the cone point of a pyramid}, C<sub>2</sub> = {the vertex of a polygon on the base of a pyramid}. We can construct quotient graph G / π of G, and</p><p>A ( G / π ) = ( 0 n 1 2 ) , (12)</p><p>hence, ϕ ( G / π , λ ) = λ 2 − 2 λ − n . By Lemma 1.1, we know λ 1 ( G ) = 1 + 1 + n . □</p><p>If the above pyramid is expanded into a plane, also known as wheel graph. The undersides (with n vertices) of two identical pyramids are glued together to form a spindle graph, the spectral radius of this graph satisfies the following corollary.</p><p>Corollary 6.</p><p>λ 1 ( G ) = 1 + 1 + 2 n . (13)</p><p>The cone points (with n vertices on the base) of two identical pyramids are glued together to form a dumbbell graph, the spectral radius of this graph satisfies the following corollary.</p><p>Corollary 7.</p><p>λ 1 ( G ) = 1 + 1 + 2 n . (14)</p><p>The cone points (with n vertices on the base) of two identical pyramids are glued with one edge to form a barbell graph, the spectral radius of this graph satisfies the following corollary.</p><p>Corollary 8.</p><p>λ 1 ( G ) = 3 + 1 + 4 n 2 . (15)</p><p>Theorem 6. Let G be a graph that obtained by gluing a complete graph K k on each vertex of complete graph K l , Then</p><p>λ 1 ( G ) = l + k − 3 + ( l − k ) 2 + 2 ( l + k ) − 3 2 . (16)</p><p>Proof. According to the structure of graph G, we get an equivalence partition π = ( C 1 , C 2 ) , where C 1 = { thevertexin   K l } , C 2 = V ( G ) − C 1 . So that we have</p><p>A ( G / π ) = ( l − 1 k − 1 1 k − 2 ) , (17)</p><p>evidenced by the same token. □</p><p>Theorem 7. Let G be a graph obtained by corresponding adhesion between m-order subgraphs ( m &lt; k ) of two k-order complete graphs. Then</p><p>λ 1 ( G ) = k − 2 + k 2 − 4 m 2 + 4 k m 2 ( m &lt; k ) . (18)</p><p>Proof. According to the structure of graph G, we obtain an equivalence partition π = ( C 1 , C 2 ) , where C<sub>1</sub> = {m vertices bonded to each other}, C 2 = V ( G ) − C 1 . So that we have</p><p>A ( G / π ) = ( m − 1 2 ( k − m ) m k − m − 1 ) , (19)</p><p>thus, ϕ ( G / π , λ ) = λ 2 − ( k − 2 ) λ + m 2 − k m − k + 1 . □</p><p>Theorem 8. Let G be a graph that obtained by adding m edges with one-to-one correlation between m pairs of vertices of two k-order complete graphs, then</p><p>λ 1 ( G ) = k − 1 + k 2 − 2 k + 1 + 4 m 2 ( m &lt; k ) . (20)</p><p>Proof. According to the structure of graph G, we obtain an equivalence partition π = ( C 1 , C 2 ) , where C<sub>1</sub> = {2m vertices associated with m edges added}, C 2 = V ( G ) − C 1 . We can construct quotient graph G / π of G, we have</p><p>A ( G / π ) = ( m k − m m k − 1 − m ) . (21)</p><p>Thus, ϕ ( G / π , λ ) = λ 2 − ( k − 1 ) λ − m , evidenced by the same token. □</p><p>Corollary 9. Let G be a graph that obtained by adding one edge between two k-order complete graph. Then</p><p>λ 1 ( G ) = k − 1 + ( k − 1 ) 2 + 4 2 . (22)</p></sec><sec id="s4"><title>4. Conclusion</title><p>Lemma 2 shows that, the above results give an upper bound of the spectral radius of the corresponding subgraph. The key to characterizing the spectral radius of a graph by using the property of quotient graph is to construct equivalence partition. The adjacency matrix of the quotient graph is always smaller than the adjacency matrix of the supergraph, so it is a beautiful way to use the property of quotient graph to depict the spectral radius of graph.</p></sec><sec id="s5"><title>Acknowledgements</title><p>This work is supported by the National Natural Science Foundation of China (No. 11661066), the Basic Research and Applied Research of Qinghai Province (2017-ZJ-701).</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The author declares no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Wang, Q.N. (2021) The Spectral Radii of Some Adhesive Graphs. Applied Mathematics, 12, 262-268. https://doi.org/10.4236/am.2021.124017</p></sec></body><back><ref-list><title>References</title><ref id="scirp.108305-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Wang, Y., Chakrabarti, D., Wang, C. and Faloutsos, C. 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